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index c05d7ee..2d7876c 100644
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@@ -103,8 +103,8 @@
@@ -324,8 +324,8 @@
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index b4780da..73c5029 100644
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[ "getNumEpochs", "classregression_template.html#ab17c5d153d183531bec15c0b465a12a1", null ],
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- [ "getNumHiddenNodes", "classregression_template.html#a16eb2e1e5d22322cc378a6677aebd0b9", null ],
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+, regressionTemplate< T >
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index c177696..d9d82c3 100644
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index 7cf22f3..a15e5aa 100644
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index 1ec428b..cbe2aa3 100644
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144 std::vector<std::vector< std::vector<T> > > deltaWeights;
145 std::vector<T> deltaHiddenOutput;
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Definition: baseModel.h:42
Definition: neuralNetwork.h:25
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Definition: neuralNetwork.cpp:292
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Definition: neuralNetwork.cpp:298
-std::vector< T > getWeights() const
Definition: neuralNetwork.cpp:263
-T getOutBase() const
Definition: neuralNetwork.cpp:304
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Definition: neuralNetwork.cpp:405
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Definition: neuralNetwork.cpp:40
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Definition: neuralNetwork.cpp:244
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Definition: neuralNetwork.cpp:145
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Definition: neuralNetwork.cpp:215
-void setNumHiddenLayers(size_t num_hidden_layers)
Definition: neuralNetwork.cpp:231
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Definition: neuralNetwork.cpp:311
-std::vector< size_t > getWhichInputs() const override
Definition: neuralNetwork.cpp:221
-size_t getNumHiddenNodes() const
Definition: neuralNetwork.cpp:238
-T run(const std::vector< T > &inputVector) override
Definition: neuralNetwork.cpp:360
-~neuralNetwork()
Definition: neuralNetwork.cpp:140
-void setEpochs(const size_t &epochs)
Definition: neuralNetwork.cpp:257
-std::vector< T > getInRanges() const
Definition: neuralNetwork.cpp:286
-size_t getNumHiddenLayers() const
Definition: neuralNetwork.cpp:225
-size_t getEpochs() const
Definition: neuralNetwork.cpp:251
-std::vector< T > getWHiddenOutput() const
Definition: neuralNetwork.cpp:280
-size_t getCurrentEpoch() const
Definition: neuralNetwork.cpp:529
+std::vector< T > getInBases() const
Definition: neuralNetwork.cpp:289
+T getOutRange() const
Definition: neuralNetwork.cpp:295
+std::vector< T > getWeights() const
Definition: neuralNetwork.cpp:260
+T getOutBase() const
Definition: neuralNetwork.cpp:301
+void train(const std::vector< trainingExampleTemplate< T > > &trainingSet) override
These pertain to the training, and aren't need to run a trained model //.
Definition: neuralNetwork.cpp:402
+neuralNetwork(const size_t &num_inputs, const std::vector< size_t > &which_inputs, const size_t &num_hidden_layers, const size_t &num_hidden_nodes, const std::vector< T > &weights, const std::vector< T > &wHiddenOutput, const std::vector< T > &inRanges, const std::vector< T > &inBases, const T &outRange, const T &outBase)
Definition: neuralNetwork.cpp:41
+void setNumHiddenNodes(size_t num_hidden_nodes)
Definition: neuralNetwork.cpp:241
+void reset() override
Definition: neuralNetwork.cpp:146
+size_t getNumInputs() const override
Definition: neuralNetwork.cpp:209
+void setNumHiddenLayers(size_t num_hidden_layers)
Definition: neuralNetwork.cpp:227
+void getJSONDescription(Json::Value ¤tModel) override
Definition: neuralNetwork.cpp:308
+std::vector< size_t > getWhichInputs() const override
Definition: neuralNetwork.cpp:215
+size_t getNumHiddenNodes() const
Definition: neuralNetwork.cpp:235
+T run(const std::vector< T > &inputVector) override
Definition: neuralNetwork.cpp:357
+~neuralNetwork()
Definition: neuralNetwork.cpp:141
+void setEpochs(const size_t &epochs)
Definition: neuralNetwork.cpp:254
+std::vector< T > getInRanges() const
Definition: neuralNetwork.cpp:283
+size_t getNumHiddenLayers() const
Definition: neuralNetwork.cpp:221
+size_t getEpochs() const
Definition: neuralNetwork.cpp:248
+std::vector< T > getWHiddenOutput() const
Definition: neuralNetwork.cpp:277
+size_t getCurrentEpoch() const
Definition: neuralNetwork.cpp:526
Definition: trainingExample.h:19
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#include <iostream>
#include <cmath>
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int numOutputs
Definition: modelSet.h:46
int numInputs
Definition: modelSet.h:44
Definition: regression.h:24
-std::vector< int > getNumHiddenNodes() const
Definition: regression.cpp:99
-float getTrainingProgress()
Definition: regression.cpp:231
-void setNumEpochs(const size_t &epochs)
Definition: regression.cpp:153
+float getTrainingProgress()
Definition: regression.cpp:233
+void setNumEpochs(const size_t &epochs)
Definition: regression.cpp:155
regressionTemplate()
Definition: regression.cpp:21
-void setNumHiddenNodes(const int &num_hidden_nodes)
Definition: regression.cpp:118
-std::vector< size_t > getNumEpochs() const
Definition: regression.cpp:134
-void setNumHiddenLayers(const int &num_hidden_layers)
Definition: regression.cpp:84
-bool train(const std::vector< trainingExampleTemplate< T > > &trainingSet) override
Definition: regression.cpp:168
-std::vector< int > getNumHiddenLayers() const
Definition: regression.cpp:65
+void setNumHiddenNodes(const int &num_hidden_nodes)
Definition: regression.cpp:120
+std::vector< size_t > getNumEpochs() const
Definition: regression.cpp:136
+void setNumHiddenLayers(const int &num_hidden_layers)
Definition: regression.cpp:85
+std::vector< size_t > getNumHiddenLayers() const
Definition: regression.cpp:65
+std::vector< size_t > getNumHiddenNodes() const
Definition: regression.cpp:100
+bool train(const std::vector< trainingExampleTemplate< T > > &trainingSet) override
Definition: regression.cpp:170
~regressionTemplate()
Definition: regression.h:34
Definition: classification.h:75
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Definition: seriesClassification.h:26
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Definition: seriesClassification.cpp:89
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Definition: seriesClassification.cpp:254
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Definition: seriesClassification.cpp:290
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Definition: seriesClassification.cpp:275
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seriesClassificationTemplate()
Definition: seriesClassification.cpp:23
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Definition: seriesClassification.cpp:26
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Definition: seriesClassification.cpp:84
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std::vector< T > getCosts() const
Definition: seriesClassification.cpp:256
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minMax< T > calculateCosts(std::string label) const
Definition: seriesClassification.cpp:292
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std::string runContinuous(const std::vector< T > &inputVector)
Definition: seriesClassification.cpp:237
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Definition: seriesClassification.cpp:156
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Definition: seriesClassification.cpp:277
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seriesClassificationTemplate()
Definition: seriesClassification.cpp:25
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Definition: seriesClassification.cpp:28
std::string run(const std::vector< std::vector< T > > &inputSeries)
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Definition: seriesClassification.cpp:260
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bool train(const std::vector< trainingSeriesTemplate< T > > &seriesSet)
Definition: seriesClassification.cpp:29
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Definition: seriesClassification.cpp:262
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Definition: seriesClassification.cpp:31
Definition: classification.h:75
Definition: seriesClassification.h:102